Real ChatGPT answer · index seedYI7R7cMtP1kcompleteHome services and improvement · HVACcomparison

Help me calculate the lifetime operating costs of a Lennox high efficiency furnace compared to a budget brand when winter heating bills are high.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Help me calculate the lifetime operating costs of a Lennox high efficiency furnace compared to a budget brand when winter heating bills are high.
3 real searches · 1 real-search pass
EIA Virginia residential natural gas price latest 2026 annual averageGoogle ↗
OBSERVED
Lennox furnace AFUE 98 percent warranty official furnace efficiencyGoogle ↗
OBSERVED
DOE furnace AFUE annual fuel utilization efficiency explanationGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
EIA Virginia residential natural gas price latest 2026 annual average Google ↗
Lennox furnace AFUE 98 percent warranty official furnace efficiency Google ↗
DOE furnace AFUE annual fuel utilization efficiency explanation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
EIA Virginia residential natural gas price latest 2026 annual average
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Lennox furnace AFUE 98 percent warranty official furnace efficiency
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE furnace AFUE annual fuel utilization efficiency explanation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1